Underwater Multi-Robot Convoying using Visual Tracking by Detection

作者: Junaed Sattar , Florian Shkurti , Gregory Dudek , Peter Henderson , Anqi Xu

DOI:

关键词: Computer visionFrame (networking)Minimum bounding boxEye trackingConvolutional neural networkDegrees of freedom (mechanics)Computer scienceRobotObject detectionArtificial intelligence

摘要: … Our method is based on the idea of tracking-by-detection, … of mitigating tracking drift (ie drifting away from the target object… based tracking system, we conducted a set of in-ocean robot …

参考文章(22)
David Meger, Juan Camilo Gamboa Higuera, Anqi Xu, Philippe Giguere, Gregory Dudek, Learning legged swimming gaits from experience international conference on robotics and automation. pp. 2332- 2338 ,(2015) , 10.1109/ICRA.2015.7139509
Karen Simonyan, Andrew Zisserman, Very Deep Convolutional Networks for Large-Scale Image Recognition computer vision and pattern recognition. ,(2014)
Hyeonseob Nam, Bohyung Han, Learning Multi-domain Convolutional Neural Networks for Visual Tracking computer vision and pattern recognition. pp. 4293- 4302 ,(2016) , 10.1109/CVPR.2016.465
Jacobo Jimenez Lugo, Andreas Masselli, Andreas Zell, Following a quadrotor with another quadrotor using onboard vision european conference on mobile robots. pp. 26- 31 ,(2013) , 10.1109/ECMR.2013.6698815
Jared L. Giesbrecht, Hien K. Goi, Timothy D. Barfoot, Bruce A. Francis, A vision-based robotic follower vehicle Unmanned Systems Technology XI. ,vol. 7332, ,(2009) , 10.1117/12.823843
David Meger, Florian Shkurti, David Cortes Poza, Philippe Giguere, Gregory Dudek, 3D trajectory synthesis and control for a legged swimming robot intelligent robots and systems. pp. 2257- 2264 ,(2014) , 10.1109/IROS.2014.6942867
H. Schneiderman, M. Nashman, A.J. Wavering, R. Lumia, Vision-based robotic convoy driving machine vision applications. ,vol. 8, pp. 359- 364 ,(1995) , 10.1007/S001380050017
P. Avanzini, E. Royer, B. Thuilot, J.P. Derutin, Using monocular visual SLAM to manually convoy a fleet of automatic urban vehicles international conference on robotics and automation. pp. 3219- 3224 ,(2013) , 10.1109/ICRA.2013.6631025
Frederic Maire, Vision based anti-collision system for rail track maintenance vehicles advanced video and signal based surveillance. pp. 170- 175 ,(2007) , 10.1109/AVSS.2007.4425305
Michael Manz, Thorsten Luettel, Felix von Hundelshausen, Hans-Joachim Wuensche, Monocular model-based 3D vehicle tracking for autonomous vehicles in unstructured environment international conference on robotics and automation. pp. 2465- 2471 ,(2011) , 10.1109/ICRA.2011.5979581